Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add OthmanAdi/researchclaw-skill --skill researchclaw-cngit clone --depth 1 https://github.com/OthmanAdi/researchclaw-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/othmanadi/researchclaw-skill/researchclaw-cn)<a href="https://agentmods.dev/skills/othmanadi/researchclaw-skill/researchclaw-cn"><img src="https://agentmods.dev/badge/skills/othmanadi/researchclaw-skill/researchclaw-cn/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/othmanadi/researchclaw-skill/researchclaw-cn"><img src="https://agentmods.dev/badge/skills/othmanadi/researchclaw-skill/researchclaw-cn.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00058 | $0.03063 |
| Opus 5 | $0.00029 | $0.01532 |
| Sonnet 5 | $0.00012 | $0.00613 |
| Haiku 4.5 | $0.00006 | $0.00306 |
Grade B, and why
researchclaw-cn scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
4. **LaTeX**：检查 `pdflatex --version`。如果缺失，建议 `sudo apt-get install texlive-full`（Linux）或 `brew install --cask mactex`（macOS）。**如实说明：这是大型下载（2-4 GB）。** How it starts
The opening of the file, as written. The whole thing — 291 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ResearchClaw 技能 — 自主研究管线（中文版）
重要提示：本技能需要先安装 AutoResearchClaw。 本技能是封装层，不能独立运行。请先安装上游项目，再安装本技能。
本技能封装了 AutoResearchClaw，一个 23 阶段的自主研究管线。输入一个研究主题，即可自动完成从文献综述到论文生成的全流程，包括真实引文检索、沙箱实验执行、多智能体同行评审和引文验证。
诚实原则： 本技能不会虚构功能。每个命令都映射到真实的上游功能。如果某些功能失败，技能会报告实际错误并建议具体的修复方案——绝不假装问题不存在。
命令列表
| 命令 | 功能 |
|---|---|
/researchclaw |
显示帮助信息和可用子命令 |
/researchclaw:setup |
检查并安装所有前置依赖（Python、Docker、LaTeX、pip 包） |
/researchclaw:config |
交互式配置向导 — 生成可用的 config.yaml |
/researchclaw:run |
启动研究管线 |
/researchclaw:status |
查看管线运行状态 |
/researchclaw:resume |
从上次成功的阶段恢复运行 |
/researchclaw:diagnose |
自动检测并解释常见故障 |
/researchclaw:validate |
运行前验证配置、依赖和连接性 |
/researchclaw — 帮助
调用时不带子命令，显示命令列表和状态摘要：
- 检查
researchclawCLI 是否已安装：which researchclaw - 检查当前目录是否有
config.yaml - 打印上方命令表
- 根据缺失的组件建议下一步操作
/researchclaw:setup — 前置依赖安装
必须：安装任何内容前先征求用户同意。 展示缺失项并获得明确批准。
运行前置检查脚本：
bash "${CLAUDE_SKILL_DIR}/scripts/check-prereqs.sh"
脚本检查每个依赖并输出 JSON 报告。根据报告：
- Python 3.11+：检查
python3 --version。如果缺失或版本太旧，建议pyenv install 3.11或系统包管理器。 - pip / uv：检查
pip3 --version或uv --version。如果没有uv，建议安装（更快）。 - Docker：检查
docker info。如果 Docker 守护进程未运行，如实告知用户——本技能无法在大多数系统上启动 Docker。 - LaTeX：检查
pdflatex --version。如果缺失，建议sudo apt-get install texlive-full（Linux）或brew install --cask mactex（macOS）。如实说明：这是大型下载（2-4 GB）。 - AutoResearchClaw：检查
pip3 show researchclaw。如果未安装：
或从源码安装：pip3 install researchclawgit clone https://github.com/aiming-lab/AutoResearchClaw.git cd AutoResearchClaw pip3 install -e ".[all]"
中国大陆用户：使用国内镜像加速安装：
pip install researchclaw[all] -i https://pypi.tuna.tsinghua.edu.cn/simple
本技能无法做到的事：
- 启动 Docker 守护进程（需要系统级权限）
- 在 Linux 上不用 sudo 安装 LaTeX
- 修复阻止 API 访问的网络/防火墙问题
- 提供 LLM API 密钥——用户必须自己提供
/researchclaw:config — 交互式配置向导
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 291 lines · 58 tokens per session scan B 9cba0873ca15
researchclaw-cn is a skill published in the GitHub repository OthmanAdi/researchclaw-skill (20 stars, last pushed 5mo ago), licensed MIT. It adds 58 tokens to every session and 3,063 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
arbor-agent-orchestrator
Top-level controller for recreating the open-source AutoResearch workflow as a suite of skills. Use when the user asks to run, emulate, extract, validate, or refine Arbor/AutoResearch behavior, especially when a coordinator must load phase skills for setup, ideation, executors, merge evaluation, novelty search…
iclr
ICLR (International Conference on Learning Representations) paper formatting — activate when the user wants to submit to ICLR, follow ICLR template, or fix ICLR format issues.
neurips
NeurIPS (Neural Information Processing Systems) paper formatting — activate when the user wants to submit to NeurIPS, follow NeurIPS template, or fix NeurIPS format issues.
aaai
AAAI paper formatting — activate when the user wants AAAI template setup, migration, or formatting/compilation fixes.
acl-venues
ACL-family venue paper formatting (ACL, EMNLP, NAACL, EACL, AACL, COLING, ARR, Findings) — activate when the user wants any ACL-series template setup, migration, or format fixes.
colm
COLM (Conference on Language Modeling) paper formatting — activate when the user wants COLM template setup, migration, or formatting/compilation fixes.